Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 3.803670 4.233468 4.700900 5.248489 5.874245 6.569162 7.402251
2025-05-25 3.100558 3.654343 4.299607 5.112308 6.115994 7.324575 8.904600
2025-06-01 2.687428 3.301211 4.053283 5.053050 6.362960 8.042933 10.396767
2025-06-08 2.402080 3.049118 3.874478 5.020873 6.598105 8.731165 11.903216
2025-06-15 2.259745 2.953817 3.871812 5.198956 7.109368 9.825320 14.101600
2025-06-22 2.077421 2.781432 3.740730 5.174614 7.318993 10.500713 15.765913
2025-06-29 1.915615 2.619128 3.603164 5.118203 7.462916 11.079700 17.346144
2025-07-06 1.717709 2.387682 3.344425 4.852679 7.252280 11.072847 17.948434
2025-07-13 1.624297 2.298824 3.284134 4.878416 7.493999 11.809291 19.918007
2025-07-20 1.559268 2.245759 3.270982 4.972973 7.851884 12.774651 22.441447
2025-07-27 1.504194 2.202696 3.268071 5.080837 8.239241 13.832551 25.307369
2025-08-03 1.446528 2.150795 3.246043 5.152802 8.568452 14.821528 28.200500
2025-08-10 1.383849 2.088391 3.205084 5.193530 8.855069 15.785414 31.261126
2025-08-17 1.288978 1.968188 3.061072 5.042473 8.772829 16.026980 32.804952
2025-08-24 1.219772 1.885158 2.972585 4.981309 8.851821 16.596329 35.192652
2025-08-31 1.161787 1.816858 2.903871 4.949176 8.981923 17.284815 37.993743
2025-09-07 1.143199 1.813213 2.945550 5.124115 9.541695 18.961974 43.596822
2025-09-14 1.093992 1.754084 2.885490 5.100176 9.690408 19.753773 47.085321
2025-09-21 1.043746 1.690171 2.812541 5.044732 9.766027 20.387944 50.286487
2025-09-28 0.967105 1.575995 2.641963 4.783742 9.373537 19.874709 50.135021
2025-10-05 0.936435 1.541660 2.615456 4.809041 9.611457 20.906972 54.748578
2025-10-12 0.916821 1.525916 2.622157 4.901987 10.010392 22.394661 61.135322
2025-10-19 0.899840 1.513887 2.634843 5.008006 10.450945 24.057194 68.551873